Title :
Hybrid Approach of Radial Basis Function and Finite Element Method for Electromagnetic Problems
Author :
Yang Zou ; Gang Lei ; Keran Shao ; Youguang Guo ; Joe Zhu ; Xiaoming Chen
Author_Institution :
Coll. of Electr. & Electron. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper presents a novel approach for the analysis of electromagnetic problems, namely radial basis function (RBF) mixed with Galerkin finite element method (FEM). The new method divides computational domain into a series of sub-domains and uses the point interpolation based on RBF to obtain the shape functions, respectively. Then, each separate domain is taken as elements of the Galerkin FEM to approximate the solutions of the entire computational area. Using this method, the coefficient matrix becomes sparse; and strict meshing is not necessary. The hybrid method also combines the advantages of RBF and FEM, such as easy to handle complex boundary conditions for FEM and high efficient fitting for RBF. Two electromagnetic problems are computed to verify the method. Meanwhile, two traditional methods are also investigated to prove the advantages of the proposed method as a comparison.
Keywords :
Galerkin method; approximation theory; electrical engineering computing; electromagnetic waves; finite element analysis; interpolation; radial basis function networks; sparse matrices; FEM; Galerkin finite element method; RBF; approximation theory; electromagnetic problem; point interpolation; radial basis function; sparse matrix; Accuracy; Boundary conditions; Electromagnetics; Finite element analysis; Mathematical model; Method of moments; Shape; Finite element method (FEM); meshing method; radial basis function (RBF);
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2014.2354371